CLAM
Attention-based multiple-instance learning for weakly supervised whole-slide classification.
- Cost
- Free
- Hardware
- Needs a workstation GPU
- Offline
- Works without a connection
- Your data
- Stays on your machine
- Licence
- GPL-3.0
- Maturity
- production
- From
- Mahmood Lab, Harvard Medical School
What it is
Widely used reference implementation of attention-based MIL for slide-level classification from slide-level labels only, with heatmap interpretability. The default baseline in most WSI classification papers.
Activity: 1,720 stars · last commit 2025-04-14 — refreshed nightly
Related
Catalogued 2026-08-01, last checked 2026-08-01. View the source record · Report an error